Alexander Aushev

T313 Dept. Computer Science
Full researcher profile

Contact information

Research groups

  • Probabilistic Machine Learning, Doctoral Researcher
  • Professorship Kaski Samuel, Doctoral Researcher


Likelihood-free inference in state-space models with unknown dynamics

Alexander Aushev, Thong Tran, Henri Pesonen, Andrew Howes, Samuel Kaski 2024 STATISTICS AND COMPUTING

Online Simulator-Based Experimental Design for Cognitive Model Selection

Alexander Aushev, Aini Putkonen, Grégoire Clarté, Suyog Chandramouli, Luigi Acerbi, Samuel Kaski, Andrew Howes 2023 Computational Brain and Behavior

Likelihood-Free Inference with Deep Gaussian Processes

Alexander Aushev, Henri Pesonen, Markus Heinonen, Jukka Corander, Samuel Kaski 2022 Computational Statistics & Data Analysis